We demonstrate the applicability of SinFusion to single-image/video tasks. For images we show diverse generation of new images from a single image, image editing, generation from sketch and visual summary. For videos we show diverse generation of new videos (from a single video), video extrapolation (both forward and backward in time) and video upsampling. Such capabilities were not shown by previous video-specific generative models [1]}, [2]}, while existing diffusion models for video generation [3]}, [4]} are not designed for handling a single input video.
